Matteo Merler

2 papers · 2024–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (12) 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer

Conferences

ACL (1) NIPS (1)

Top co-authors

Pekka Marttinen (2) Nicola Dainese (2) Minttu Alakuijala (1) Katsiaryna Haitsiukevich (1)

Keywords

large language model (2) in-context learning (1) code generation (1) program synthesis (1) model-based reinforcement learning (1) monte carlo tree search (1) world model (1) symbolic regression (1) function discovery (1) coefficient optimization (1) sample efficiency (1) mathematical prior (1)

Papers

Generating Code World Models with Large Language Models Guided by Monte Carlo Tree Search NIPS 2024

In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery ACL 2024